Overview

Brought to you by YData

Dataset statistics

Number of variables	22
Number of observations	328
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	58.9 KiB
Average record size in memory	184.0 B

Variable types

Numeric	17
Categorical	3
Boolean	2

Alerts

`Cloud3pm` is highly overall correlated with `Cloud9am` and 2 other fields	High correlation
`Cloud9am` is highly overall correlated with `Cloud3pm` and 2 other fields	High correlation
`Evaporation` is highly overall correlated with `Humidity9am` and 4 other fields	High correlation
`Humidity3pm` is highly overall correlated with `Cloud3pm` and 4 other fields	High correlation
`Humidity9am` is highly overall correlated with `Evaporation` and 1 other fields	High correlation
`MaxTemp` is highly overall correlated with `Evaporation` and 4 other fields	High correlation
`MinTemp` is highly overall correlated with `Evaporation` and 5 other fields	High correlation
`Pressure3pm` is highly overall correlated with `MinTemp` and 2 other fields	High correlation
`Pressure9am` is highly overall correlated with `MinTemp` and 2 other fields	High correlation
`RISK_MM` is highly overall correlated with `RainTomorrow`	High correlation
`RainToday` is highly overall correlated with `Rainfall`	High correlation
`RainTomorrow` is highly overall correlated with `RISK_MM`	High correlation
`Rainfall` is highly overall correlated with `RainToday`	High correlation
`Sunshine` is highly overall correlated with `Cloud3pm` and 3 other fields	High correlation
`Temp3pm` is highly overall correlated with `Evaporation` and 4 other fields	High correlation
`Temp9am` is highly overall correlated with `Evaporation` and 4 other fields	High correlation
`WindGustSpeed` is highly overall correlated with `Pressure9am` and 1 other fields	High correlation
`WindSpeed3pm` is highly overall correlated with `WindGustSpeed`	High correlation
`Rainfall` has 234 (71.3%) zeros	Zeros
`Sunshine` has 8 (2.4%) zeros	Zeros
`Cloud9am` has 30 (9.1%) zeros	Zeros
`Cloud3pm` has 6 (1.8%) zeros	Zeros
`RISK_MM` has 236 (72.0%) zeros	Zeros

Reproduction

Analysis started	2024-11-09 07:35:27.209271
Analysis finished	2024-11-09 07:35:48.163506
Duration	20.95 seconds
Software version	ydata-profiling vv4.12.0
Download configuration	config.json

MinTemp
Real number (ℝ)

High correlation

Distinct	170
Distinct (%)	51.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.7429878

Minimum	-5.3
Maximum	20.9
Zeros	1
Zeros (%)	0.3%
Negative	36
Negative (%)	11.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	-5.3
5-th percentile	-1.73
Q1	2.85
median	7.9
Q3	12.8
95-th percentile	16.565
Maximum	20.9
Range	26.2
Interquartile range (IQR)	9.95

Descriptive statistics

Standard deviation	5.9451992
Coefficient of variation (CV)	0.7678172
Kurtosis	-1.0678733
Mean	7.7429878
Median Absolute Deviation (MAD)	4.9
Skewness	-0.073658037
Sum	2539.7
Variance	35.345394
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.4	6	1.8%
15.1	5	1.5%
2.3	5	1.5%
2.4	5	1.5%
8.3	5	1.5%
3.2	5	1.5%
0.5	5	1.5%
12.1	4	1.2%
-0.9	4	1.2%
15.4	4	1.2%
Other values (160)	280	85.4%

Value	Count	Frequency (%)
-5.3	1	0.3%
-3.7	2	0.6%
-3.5	2	0.6%
-3.4	1	0.3%
-3.1	1	0.3%
-2.9	1	0.3%
-2.7	1	0.3%
-2.6	1	0.3%
-2.5	1	0.3%
-2.3	1	0.3%

Value	Count	Frequency (%)
20.9	1	0.3%
19.9	1	0.3%
18.2	1	0.3%
18	1	0.3%
17.9	2	0.6%
17.6	1	0.3%
17.5	2	0.6%
17.2	2	0.6%
17.1	1	0.3%
17	1	0.3%

MaxTemp
Real number (ℝ)

High correlation

Distinct	175
Distinct (%)	53.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.897561

Minimum	7.6
Maximum	35.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	7.6
5-th percentile	11.3
Q1	15.5
median	20.4
Q3	25.8
95-th percentile	33.4
Maximum	35.8
Range	28.2
Interquartile range (IQR)	10.3

Descriptive statistics

Standard deviation	6.7073099
Coefficient of variation (CV)	0.32096138
Kurtosis	-0.7517544
Mean	20.897561
Median Absolute Deviation (MAD)	5.25
Skewness	0.29735044
Sum	6854.4
Variance	44.988006
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.8	5	1.5%
18.9	5	1.5%
11.6	5	1.5%
14.7	5	1.5%
24.3	4	1.2%
18	4	1.2%
18.5	4	1.2%
16.7	4	1.2%
20.9	4	1.2%
21	4	1.2%
Other values (165)	284	86.6%

Value	Count	Frequency (%)
7.6	1	0.3%
8.4	1	0.3%
8.7	1	0.3%
8.8	1	0.3%
9.3	1	0.3%
9.6	1	0.3%
9.7	2	0.6%
10.4	1	0.3%
10.6	1	0.3%
10.7	2	0.6%

Value	Count	Frequency (%)
35.8	1	0.3%
35.7	1	0.3%
35.2	1	0.3%
35	2	0.6%
34.9	1	0.3%
34.7	1	0.3%
34.2	2	0.6%
34.1	1	0.3%
33.9	2	0.6%
33.8	3	0.9%

Rainfall
Real number (ℝ)

High correlation Zeros

Distinct	44
Distinct (%)	13.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4408537

Minimum	0
Maximum	39.8
Zeros	234
Zeros (%)	71.3%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.2
95-th percentile	8.72
Maximum	39.8
Range	39.8
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	4.2894268
Coefficient of variation (CV)	2.9770038
Kurtosis	27.611392
Mean	1.4408537
Median Absolute Deviation (MAD)	0
Skewness	4.6798453
Sum	472.6
Variance	18.399182
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0	234	71.3%
0.2	15	4.6%
0.6	6	1.8%
0.4	5	1.5%
0.8	4	1.2%
4	3	0.9%
1	3	0.9%
1.8	3	0.9%
2	3	0.9%
3.4	3	0.9%
Other values (34)	49	14.9%

Value	Count	Frequency (%)
0	234	71.3%
0.2	15	4.6%
0.4	5	1.5%
0.6	6	1.8%
0.8	4	1.2%
1	3	0.9%
1.2	3	0.9%
1.4	2	0.6%
1.6	2	0.6%
1.8	3	0.9%

Value	Count	Frequency (%)
39.8	1	0.3%
25.8	1	0.3%
22.6	1	0.3%
19.8	1	0.3%
19.2	1	0.3%
18.8	1	0.3%
17.4	2	0.6%
16.2	2	0.6%
14.4	1	0.3%
12.2	1	0.3%

Evaporation
Real number (ℝ)

High correlation

Distinct	55
Distinct (%)	16.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.702439

Minimum	0.2
Maximum	13.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	0.2
5-th percentile	1.2
Q1	2.55
median	4.4
Q3	6.6
95-th percentile	9.53
Maximum	13.8
Range	13.6
Interquartile range (IQR)	4.05

Descriptive statistics

Standard deviation	2.6811826
Coefficient of variation (CV)	0.5701685
Kurtosis	-0.21605423
Mean	4.702439
Median Absolute Deviation (MAD)	2
Skewness	0.59835187
Sum	1542.4
Variance	7.1887402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.8	18	5.5%
2.2	15	4.6%
2.6	13	4.0%
1.4	12	3.7%
1.6	12	3.7%
6.6	12	3.7%
3.4	11	3.4%
4.4	10	3.0%
2.4	10	3.0%
1.8	9	2.7%
Other values (45)	206	62.8%

Value	Count	Frequency (%)
0.2	2	0.6%
0.6	4	1.2%
0.8	4	1.2%
1	2	0.6%
1.2	6	1.8%
1.4	12	3.7%
1.6	12	3.7%
1.8	9	2.7%
2	6	1.8%
2.2	15	4.6%

Value	Count	Frequency (%)
13.8	1	0.3%
12.6	1	0.3%
12.4	1	0.3%
11.6	1	0.3%
11.4	1	0.3%
10.4	4	1.2%
10.2	1	0.3%
10	3	0.9%
9.6	4	1.2%
9.4	5	1.5%

Sunshine
Real number (ℝ)

High correlation Zeros

Distinct	112
Distinct (%)	34.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.014939

Minimum	0
Maximum	13.6
Zeros	8
Zeros (%)	2.4%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0.6
Q1	6
median	8.75
Q3	10.7
95-th percentile	12.6
Maximum	13.6
Range	13.6
Interquartile range (IQR)	4.7

Descriptive statistics

Standard deviation	3.5066459
Coefficient of variation (CV)	0.43751373
Kurtosis	-0.26692221
Mean	8.014939
Median Absolute Deviation (MAD)	2.25
Skewness	-0.7371285
Sum	2628.9
Variance	12.296565
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.4	8	2.4%
0	8	2.4%
8.1	7	2.1%
11	7	2.1%
5.6	7	2.1%
9.9	6	1.8%
10.2	6	1.8%
8.9	6	1.8%
10.8	6	1.8%
11.1	6	1.8%
Other values (102)	261	79.6%

Value	Count	Frequency (%)
0	8	2.4%
0.1	1	0.3%
0.2	1	0.3%
0.3	1	0.3%
0.4	2	0.6%
0.5	2	0.6%
0.6	3	0.9%
0.7	1	0.3%
0.8	3	0.9%
0.9	1	0.3%

Value	Count	Frequency (%)
13.6	2	0.6%
13.5	1	0.3%
13.3	1	0.3%
13.2	2	0.6%
13.1	1	0.3%
13	4	1.2%
12.8	2	0.6%
12.7	3	0.9%
12.6	4	1.2%
12.5	2	0.6%

WindGustDir
Categorical

Distinct	16
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Memory size	5.1 KiB

NW	64
NNW	35
E	34
WNW	32
ENE	29
Other values (11)	134

Length

Max length	3
Median length	2
Mean length	2.1615854
Min length	1

Characters and Unicode

Total characters	709
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NW
2nd row	ENE
3rd row	NW
4th row	NW
5th row	SSE

Common Values

Value	Count	Frequency (%)
NW	64	19.5%
NNW	35	10.7%
E	34	10.4%
WNW	32	9.8%
ENE	29	8.8%
ESE	23	7.0%
S	21	6.4%
N	21	6.4%
NE	15	4.6%
W	15	4.6%
Other values (6)	39	11.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nw	64	19.5%
nnw	35	10.7%
e	34	10.4%
wnw	32	9.8%
ene	29	8.8%
ese	23	7.0%
s	21	6.4%
n	21	6.4%
ne	15	4.6%
w	15	4.6%
Other values (6)	39	11.9%

Most occurring characters

Value	Count	Frequency (%)
N	245	34.6%
W	189	26.7%
E	183	25.8%
S	92	13.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	709	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	245	34.6%
W	189	26.7%
E	183	25.8%
S	92	13.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	709	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	245	34.6%
W	189	26.7%
E	183	25.8%
S	92	13.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	709	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	245	34.6%
W	189	26.7%
E	183	25.8%
S	92	13.0%

WindGustSpeed
Real number (ℝ)

High correlation

Distinct	35
Distinct (%)	10.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.396341

Minimum	13
Maximum	98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	13
5-th percentile	20.7
Q1	31
median	39
Q3	46
95-th percentile	65
Maximum	98
Range	85
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	13.132176
Coefficient of variation (CV)	0.32508331
Kurtosis	1.5948709
Mean	40.396341
Median Absolute Deviation (MAD)	8
Skewness	0.89156193
Sum	13250
Variance	172.45405
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
39	31	9.5%
41	29	8.8%
31	25	7.6%
35	22	6.7%
30	21	6.4%
46	21	6.4%
33	19	5.8%
43	16	4.9%
44	15	4.6%
48	15	4.6%
Other values (25)	114	34.8%

Value	Count	Frequency (%)
13	1	0.3%
15	2	0.6%
17	6	1.8%
20	8	2.4%
22	7	2.1%
24	4	1.2%
26	9	2.7%
28	13	4.0%
30	21	6.4%
31	25	7.6%

Value	Count	Frequency (%)
98	1	0.3%
85	1	0.3%
83	1	0.3%
80	1	0.3%
78	2	0.6%
76	2	0.6%
70	4	1.2%
69	1	0.3%
67	1	0.3%
65	6	1.8%

WindDir9am
Categorical

Distinct	16
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Memory size	5.1 KiB

SE	47
SSE	38
NNW	36
N	30
NW	30
Other values (11)	147

Length

Max length	3
Median length	2
Mean length	2.2195122
Min length	1

Characters and Unicode

Total characters	728
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SW
2nd row	E
3rd row	N
4th row	WNW
5th row	SSE

Common Values

Value	Count	Frequency (%)
SE	47	14.3%
SSE	38	11.6%
NNW	36	11.0%
N	30	9.1%
NW	30	9.1%
ESE	29	8.8%
S	26	7.9%
E	20	6.1%
SSW	17	5.2%
WNW	16	4.9%
Other values (6)	39	11.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
se	47	14.3%
sse	38	11.6%
nnw	36	11.0%
n	30	9.1%
nw	30	9.1%
ese	29	8.8%
s	26	7.9%
e	20	6.1%
ssw	17	5.2%
wnw	16	4.9%
Other values (6)	39	11.9%

Most occurring characters

Value	Count	Frequency (%)
S	224	30.8%
E	190	26.1%
N	174	23.9%
W	140	19.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	728	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	224	30.8%
E	190	26.1%
N	174	23.9%
W	140	19.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	728	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	224	30.8%
E	190	26.1%
N	174	23.9%
W	140	19.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	728	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	224	30.8%
E	190	26.1%
N	174	23.9%
W	140	19.2%

WindDir3pm
Categorical

Distinct	16
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Memory size	5.1 KiB

NW	55
WNW	53
NNW	39
N	27
ESE	26
Other values (11)	128

Length

Max length	3
Median length	2.5
Mean length	2.2530488
Min length	1

Characters and Unicode

Total characters	739
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NW
2nd row	W
3rd row	NNE
4th row	W
5th row	ESE

Common Values

Value	Count	Frequency (%)
NW	55	16.8%
WNW	53	16.2%
NNW	39	11.9%
N	27	8.2%
ESE	26	7.9%
W	24	7.3%
E	17	5.2%
NNE	14	4.3%
NE	13	4.0%
S	13	4.0%
Other values (6)	47	14.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nw	55	16.8%
wnw	53	16.2%
nnw	39	11.9%
n	27	8.2%
ese	26	7.9%
w	24	7.3%
e	17	5.2%
nne	14	4.3%
ne	13	4.0%
s	13	4.0%
Other values (6)	47	14.3%

Most occurring characters

Value	Count	Frequency (%)
N	264	35.7%
W	253	34.2%
E	134	18.1%
S	88	11.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	739	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	264	35.7%
W	253	34.2%
E	134	18.1%
S	88	11.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	739	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	264	35.7%
W	253	34.2%
E	134	18.1%
S	88	11.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	739	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	264	35.7%
W	253	34.2%
E	134	18.1%
S	88	11.9%

WindSpeed9am
Real number (ℝ)

Distinct	21
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.414634

Minimum	2
Maximum	41
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	2
5-th percentile	2
Q1	6
median	7
Q3	13
95-th percentile	28
Maximum	41
Range	39
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	7.8115436
Coefficient of variation (CV)	0.75005454
Kurtosis	1.5352321
Mean	10.414634
Median Absolute Deviation (MAD)	3
Skewness	1.430616
Sum	3416
Variance	61.020213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
6	75	22.9%
7	52	15.9%
2	34	10.4%
9	28	8.5%
4	25	7.6%
11	19	5.8%
13	17	5.2%
20	14	4.3%
15	13	4.0%
17	8	2.4%
Other values (11)	43	13.1%

Value	Count	Frequency (%)
2	34	10.4%
4	25	7.6%
6	75	22.9%
7	52	15.9%
9	28	8.5%
11	19	5.8%
13	17	5.2%
15	13	4.0%
17	8	2.4%
19	7	2.1%

Value	Count	Frequency (%)
41	1	0.3%
39	1	0.3%
35	1	0.3%
33	1	0.3%
31	6	1.8%
30	5	1.5%
28	4	1.2%
26	6	1.8%
24	7	2.1%
22	4	1.2%

WindSpeed3pm
Real number (ℝ)

High correlation

Distinct	24
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.185976

Minimum	4
Maximum	52
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	4
5-th percentile	6
Q1	11
median	17
Q3	24
95-th percentile	33
Maximum	52
Range	48
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	8.9267586
Coefficient of variation (CV)	0.49085949
Kurtosis	0.26558799
Mean	18.185976
Median Absolute Deviation (MAD)	7
Skewness	0.64610625
Sum	5965
Variance	79.68702
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
11	29	8.8%
9	27	8.2%
13	27	8.2%
7	26	7.9%
20	25	7.6%
24	21	6.4%
17	21	6.4%
19	20	6.1%
28	19	5.8%
15	19	5.8%
Other values (14)	94	28.7%

Value	Count	Frequency (%)
4	2	0.6%
6	17	5.2%
7	26	7.9%
9	27	8.2%
11	29	8.8%
13	27	8.2%
15	19	5.8%
17	21	6.4%
19	20	6.1%
20	25	7.6%

Value	Count	Frequency (%)
52	1	0.3%
50	1	0.3%
48	1	0.3%
41	2	0.6%
39	1	0.3%
37	3	0.9%
35	3	0.9%
33	7	2.1%
31	8	2.4%
30	14	4.3%

Humidity9am
Real number (ℝ)

High correlation

Distinct	60
Distinct (%)	18.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	71.10061

Minimum	36
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	36
5-th percentile	47
Q1	63
median	71
Q3	80
95-th percentile	93
Maximum	99
Range	63
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	12.983367
Coefficient of variation (CV)	0.18260557
Kurtosis	-0.14562214
Mean	71.10061
Median Absolute Deviation (MAD)	8
Skewness	-0.091998537
Sum	23321
Variance	168.56783
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
69	17	5.2%
70	16	4.9%
74	14	4.3%
60	12	3.7%
76	12	3.7%
72	11	3.4%
80	11	3.4%
68	11	3.4%
82	11	3.4%
66	10	3.0%
Other values (50)	203	61.9%

Value	Count	Frequency (%)
36	1	0.3%
38	1	0.3%
41	1	0.3%
42	1	0.3%
43	3	0.9%
44	5	1.5%
45	2	0.6%
46	1	0.3%
47	3	0.9%
48	1	0.3%

Value	Count	Frequency (%)
99	6	1.8%
97	2	0.6%
96	1	0.3%
95	4	1.2%
94	3	0.9%
93	2	0.6%
92	8	2.4%
91	3	0.9%
90	4	1.2%
89	4	1.2%

Humidity3pm
Real number (ℝ)

High correlation

Distinct	71
Distinct (%)	21.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.003049

Minimum	13
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	13
5-th percentile	20
Q1	32
median	42.5
Q3	54
95-th percentile	74
Maximum	93
Range	80
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	16.605975
Coefficient of variation (CV)	0.37738237
Kurtosis	-0.11806161
Mean	44.003049
Median Absolute Deviation (MAD)	11.5
Skewness	0.53973195
Sum	14433
Variance	275.7584
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34	13	4.0%
48	12	3.7%
35	10	3.0%
49	10	3.0%
51	10	3.0%
42	9	2.7%
25	9	2.7%
44	9	2.7%
43	9	2.7%
28	9	2.7%
Other values (61)	228	69.5%

Value	Count	Frequency (%)
13	1	0.3%
14	1	0.3%
15	4	1.2%
16	3	0.9%
17	1	0.3%
18	4	1.2%
20	5	1.5%
21	1	0.3%
22	6	1.8%
23	2	0.6%

Value	Count	Frequency (%)
93	1	0.3%
90	1	0.3%
88	1	0.3%
86	3	0.9%
85	2	0.6%
82	1	0.3%
80	1	0.3%
79	1	0.3%
78	3	0.9%
76	2	0.6%

Pressure9am
Real number (ℝ)

High correlation

Distinct	183
Distinct (%)	55.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1019.35

Minimum	996.5
Maximum	1035.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	996.5
5-th percentile	1007.635
Q1	1014.8
median	1019.75
Q3	1024.3
95-th percentile	1029.36
Maximum	1035.7
Range	39.2
Interquartile range (IQR)	9.5

Descriptive statistics

Standard deviation	6.7152435
Coefficient of variation (CV)	0.0065877702
Kurtosis	-0.088998044
Mean	1019.35
Median Absolute Deviation (MAD)	4.7
Skewness	-0.33164729
Sum	334346.8
Variance	45.094495
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1025.7	6	1.8%
1023.2	6	1.8%
1018	5	1.5%
1017.4	5	1.5%
1020	4	1.2%
1027.8	4	1.2%
1016.8	4	1.2%
1021	4	1.2%
1020.8	4	1.2%
1025.2	4	1.2%
Other values (173)	282	86.0%

Value	Count	Frequency (%)
996.5	1	0.3%
999.4	1	0.3%
1002.1	1	0.3%
1003.2	1	0.3%
1004	1	0.3%
1004.9	1	0.3%
1005.1	1	0.3%
1005.5	1	0.3%
1006.3	2	0.6%
1006.6	1	0.3%

Value	Count	Frequency (%)
1035.7	1	0.3%
1034.3	1	0.3%
1033.6	1	0.3%
1033.5	1	0.3%
1032.2	2	0.6%
1032.1	1	0.3%
1031	1	0.3%
1030.5	2	0.6%
1030.4	1	0.3%
1030.3	1	0.3%

Pressure3pm
Real number (ℝ)

High correlation

Distinct	184
Distinct (%)	56.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1016.5308

Minimum	996.8
Maximum	1033.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	996.8
5-th percentile	1006.035
Q1	1012.4
median	1016.9
Q3	1021.125
95-th percentile	1026
Maximum	1033.2
Range	36.4
Interquartile range (IQR)	8.725

Descriptive statistics

Standard deviation	6.4697742
Coefficient of variation (CV)	0.006364563
Kurtosis	0.00091395541
Mean	1016.5308
Median Absolute Deviation (MAD)	4.45
Skewness	-0.26750581
Sum	333422.1
Variance	41.857979
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1019.3	7	2.1%
1015	4	1.2%
1013.7	4	1.2%
1016.8	4	1.2%
1014.1	4	1.2%
1019.1	4	1.2%
1018.6	4	1.2%
1019.2	4	1.2%
1014.9	4	1.2%
1006.5	4	1.2%
Other values (174)	285	86.9%

Value	Count	Frequency (%)
996.8	1	0.3%
997.5	1	0.3%
997.7	1	0.3%
998.9	1	0.3%
1001.3	1	0.3%
1001.5	1	0.3%
1001.8	1	0.3%
1003	1	0.3%
1003.3	1	0.3%
1004	1	0.3%

Value	Count	Frequency (%)
1033.2	1	0.3%
1031.9	1	0.3%
1031.7	1	0.3%
1031.1	1	0.3%
1030	1	0.3%
1029.6	1	0.3%
1028	1	0.3%
1027.7	1	0.3%
1027.4	2	0.6%
1027.2	1	0.3%

Cloud9am
Real number (ℝ)

High correlation Zeros

Distinct	9
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9054878

Minimum	0
Maximum	8
Zeros	30
Zeros (%)	9.1%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	4
Q3	7
95-th percentile	8
Maximum	8
Range	8
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	2.9749567
Coefficient of variation (CV)	0.76173755
Kurtosis	-1.7198825
Mean	3.9054878
Median Absolute Deviation (MAD)	3
Skewness	0.078980147
Sum	1281
Variance	8.8503673
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	104	31.7%
7	75	22.9%
8	39	11.9%
0	30	9.1%
6	22	6.7%
5	20	6.1%
2	15	4.6%
3	14	4.3%
4	9	2.7%

Value	Count	Frequency (%)
0	30	9.1%
1	104	31.7%
2	15	4.6%
3	14	4.3%
4	9	2.7%
5	20	6.1%
6	22	6.7%
7	75	22.9%
8	39	11.9%

Value	Count	Frequency (%)
8	39	11.9%
7	75	22.9%
6	22	6.7%
5	20	6.1%
4	9	2.7%
3	14	4.3%
2	15	4.6%
1	104	31.7%
0	30	9.1%

Cloud3pm
Real number (ℝ)

High correlation Zeros

Distinct	9
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4

Minimum	0
Maximum	8
Zeros	6
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	4
Q3	7
95-th percentile	8
Maximum	8
Range	8
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	2.6521009
Coefficient of variation (CV)	0.66302522
Kurtosis	-1.6219622
Mean	4
Median Absolute Deviation (MAD)	3
Skewness	0.080163124
Sum	1312
Variance	7.0336391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	96	29.3%
7	75	22.9%
2	34	10.4%
6	29	8.8%
5	25	7.6%
8	23	7.0%
3	20	6.1%
4	20	6.1%
0	6	1.8%

Value	Count	Frequency (%)
0	6	1.8%
1	96	29.3%
2	34	10.4%
3	20	6.1%
4	20	6.1%
5	25	7.6%
6	29	8.8%
7	75	22.9%
8	23	7.0%

Value	Count	Frequency (%)
8	23	7.0%
7	75	22.9%
6	29	8.8%
5	25	7.6%
4	20	6.1%
3	20	6.1%
2	34	10.4%
1	96	29.3%
0	6	1.8%

Temp9am
Real number (ℝ)

High correlation

Distinct	168
Distinct (%)	51.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.815549

Minimum	0.1
Maximum	24.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	0.1
5-th percentile	3.8
Q1	8.175
median	13.5
Q3	17.2
95-th percentile	21.465
Maximum	24.7
Range	24.6
Interquartile range (IQR)	9.025

Descriptive statistics

Standard deviation	5.5425214
Coefficient of variation (CV)	0.43248412
Kurtosis	-0.88100776
Mean	12.815549
Median Absolute Deviation (MAD)	4.45
Skewness	-0.094301244
Sum	4203.5
Variance	30.719543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	6	1.8%
15.8	5	1.5%
15.3	5	1.5%
17.4	5	1.5%
7.9	5	1.5%
5.5	4	1.2%
8.8	4	1.2%
6.2	4	1.2%
13.5	4	1.2%
15.7	4	1.2%
Other values (158)	282	86.0%

Value	Count	Frequency (%)
0.1	1	0.3%
0.8	1	0.3%
1	1	0.3%
1.2	1	0.3%
1.4	2	0.6%
1.8	1	0.3%
2.1	1	0.3%
2.6	1	0.3%
2.7	1	0.3%
3	1	0.3%

Value	Count	Frequency (%)
24.7	1	0.3%
24.5	1	0.3%
23.8	1	0.3%
23.6	1	0.3%
23.4	1	0.3%
23	2	0.6%
22.8	1	0.3%
22.5	1	0.3%
22.4	1	0.3%
22.2	2	0.6%

Temp3pm
Real number (ℝ)

High correlation

Distinct	190
Distinct (%)	57.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.556402

Minimum	5.1
Maximum	34.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	5.1
5-th percentile	9.97
Q1	14.5
median	18.85
Q3	24.225
95-th percentile	31.765
Maximum	34.5
Range	29.4
Interquartile range (IQR)	9.725

Descriptive statistics

Standard deviation	6.6443111
Coefficient of variation (CV)	0.3397512
Kurtosis	-0.6703703
Mean	19.556402
Median Absolute Deviation (MAD)	4.95
Skewness	0.26394352
Sum	6414.5
Variance	44.14687
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.1	5	1.5%
28.6	4	1.2%
18.6	4	1.2%
27	4	1.2%
15.4	4	1.2%
16.3	4	1.2%
12.3	4	1.2%
16.2	4	1.2%
16.6	4	1.2%
26.3	4	1.2%
Other values (180)	287	87.5%

Value	Count	Frequency (%)
5.1	1	0.3%
5.7	1	0.3%
6.9	1	0.3%
7.1	1	0.3%
7.3	1	0.3%
7.8	1	0.3%
8	1	0.3%
8.1	1	0.3%
8.2	1	0.3%
8.3	1	0.3%

Value	Count	Frequency (%)
34.5	1	0.3%
34.3	1	0.3%
34.1	1	0.3%
34	1	0.3%
33.6	1	0.3%
33.1	1	0.3%
32.8	1	0.3%
32.7	2	0.6%
32.3	1	0.3%
32.2	2	0.6%

RainToday
Boolean

High correlation

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

False	267
True	61

Value	Count	Frequency (%)
False	267	81.4%
True	61	18.6%

RISK_MM
Real number (ℝ)

High correlation Zeros

Distinct	44
Distinct (%)	13.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.422561

Minimum	0
Maximum	39.8
Zeros	236
Zeros (%)	72.0%
Negative	0
Negative (%)	0.0%
Memory size	5.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.2
95-th percentile	8.72
Maximum	39.8
Range	39.8
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	4.2340231
Coefficient of variation (CV)	2.9763385
Kurtosis	28.557778
Mean	1.422561
Median Absolute Deviation (MAD)	0
Skewness	4.7230787
Sum	466.6
Variance	17.926951
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0	236	72.0%
0.2	14	4.3%
0.4	5	1.5%
0.8	5	1.5%
0.6	5	1.5%
1.8	3	0.9%
2	3	0.9%
6.6	3	0.9%
5.2	3	0.9%
3.4	3	0.9%
Other values (34)	48	14.6%

Value	Count	Frequency (%)
0	236	72.0%
0.2	14	4.3%
0.4	5	1.5%
0.6	5	1.5%
0.8	5	1.5%
1	3	0.9%
1.2	3	0.9%
1.4	2	0.6%
1.6	2	0.6%
1.8	3	0.9%

Value	Count	Frequency (%)
39.8	1	0.3%
25.8	1	0.3%
22.6	1	0.3%
19.8	1	0.3%
18.8	1	0.3%
17.4	2	0.6%
16.2	2	0.6%
14.4	1	0.3%
13.2	1	0.3%
12.2	1	0.3%

RainTomorrow
Boolean

High correlation

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

False	268
True	60

Value	Count	Frequency (%)
False	268	81.7%
True	60	18.3%

Interactions

Correlations

	Cloud3pm	Cloud9am	Evaporation	Humidity3pm	Humidity9am	MaxTemp	MinTemp	Pressure3pm	Pressure9am	RISK_MM	RainToday	RainTomorrow	Rainfall	Sunshine	Temp3pm	Temp9am	WindDir3pm	WindDir9am	WindGustDir	WindGustSpeed	WindSpeed3pm	WindSpeed9am
Cloud3pm	1.000	0.551	-0.106	0.506	0.274	-0.109	0.153	-0.156	-0.154	0.447	0.213	0.391	0.190	-0.638	-0.141	0.073	0.057	0.000	0.099	0.004	0.006	0.004
Cloud9am	0.551	1.000	-0.140	0.582	0.418	-0.179	0.222	-0.141	-0.180	0.357	0.311	0.292	0.313	-0.714	-0.201	0.024	0.046	0.062	0.119	0.010	0.002	0.221
Evaporation	-0.106	-0.140	1.000	-0.419	-0.512	0.692	0.642	-0.403	-0.384	0.016	0.000	0.000	-0.111	0.395	0.676	0.703	0.000	0.023	0.135	0.290	0.003	0.033
Humidity3pm	0.506	0.582	-0.419	1.000	0.478	-0.526	-0.044	0.009	-0.082	0.369	0.319	0.351	0.390	-0.741	-0.564	-0.263	0.083	0.000	0.000	-0.066	0.053	0.271
Humidity9am	0.274	0.418	-0.512	0.478	1.000	-0.301	-0.164	0.130	0.126	0.230	0.176	0.223	0.240	-0.527	-0.295	-0.366	0.000	0.000	0.000	-0.363	-0.234	-0.205
MaxTemp	-0.109	-0.179	0.692	-0.526	-0.301	1.000	0.754	-0.380	-0.288	0.032	0.000	0.146	-0.129	0.478	0.991	0.878	0.071	0.091	0.130	0.082	-0.253	-0.258
MinTemp	0.153	0.222	0.642	-0.044	-0.164	0.754	1.000	-0.507	-0.508	0.250	0.171	0.295	0.207	0.078	0.725	0.913	0.093	0.072	0.179	0.204	-0.124	0.110
Pressure3pm	-0.156	-0.141	-0.403	0.009	0.130	-0.380	-0.507	1.000	0.968	-0.395	0.278	0.398	-0.301	-0.058	-0.356	-0.510	0.120	0.101	0.118	-0.497	-0.307	-0.160
Pressure9am	-0.154	-0.180	-0.384	-0.082	0.126	-0.288	-0.508	0.968	1.000	-0.365	0.336	0.377	-0.383	-0.013	-0.260	-0.467	0.083	0.135	0.113	-0.526	-0.347	-0.268
RISK_MM	0.447	0.357	0.016	0.369	0.230	0.032	0.250	-0.395	-0.365	1.000	0.141	0.729	0.257	-0.446	0.003	0.183	0.054	0.118	0.051	0.191	0.030	0.074
RainToday	0.213	0.311	0.000	0.319	0.176	0.000	0.171	0.278	0.336	0.141	1.000	0.160	0.721	0.162	0.000	0.045	0.164	0.181	0.063	0.205	0.000	0.281
RainTomorrow	0.391	0.292	0.000	0.351	0.223	0.146	0.295	0.398	0.377	0.729	0.160	1.000	0.169	0.364	0.127	0.159	0.000	0.164	0.252	0.337	0.156	0.137
Rainfall	0.190	0.313	-0.111	0.390	0.240	-0.129	0.207	-0.301	-0.383	0.257	0.721	0.169	1.000	-0.238	-0.139	0.034	0.120	0.000	0.000	0.168	0.123	0.254
Sunshine	-0.638	-0.714	0.395	-0.741	-0.527	0.478	0.078	-0.058	-0.013	-0.446	0.162	0.364	-0.238	1.000	0.496	0.267	0.083	0.000	0.074	0.091	-0.003	-0.153
Temp3pm	-0.141	-0.201	0.676	-0.564	-0.295	0.991	0.725	-0.356	-0.260	0.003	0.000	0.127	-0.139	0.496	1.000	0.855	0.084	0.000	0.142	0.050	-0.271	-0.278
Temp9am	0.073	0.024	0.703	-0.263	-0.366	0.878	0.913	-0.510	-0.467	0.183	0.045	0.159	0.034	0.267	0.855	1.000	0.077	0.000	0.139	0.234	-0.091	0.006
WindDir3pm	0.057	0.046	0.000	0.083	0.000	0.071	0.093	0.120	0.083	0.054	0.164	0.000	0.120	0.083	0.084	0.077	1.000	0.118	0.278	0.052	0.151	0.109
WindDir9am	0.000	0.062	0.023	0.000	0.000	0.091	0.072	0.101	0.135	0.118	0.181	0.164	0.000	0.000	0.000	0.000	0.118	1.000	0.145	0.132	0.141	0.154
WindGustDir	0.099	0.119	0.135	0.000	0.000	0.130	0.179	0.118	0.113	0.051	0.063	0.252	0.000	0.074	0.142	0.139	0.278	0.145	1.000	0.133	0.158	0.112
WindGustSpeed	0.004	0.010	0.290	-0.066	-0.363	0.082	0.204	-0.497	-0.526	0.191	0.205	0.337	0.168	0.091	0.050	0.234	0.052	0.132	0.133	1.000	0.668	0.434
WindSpeed3pm	0.006	0.002	0.003	0.053	-0.234	-0.253	-0.124	-0.307	-0.347	0.030	0.000	0.156	0.123	-0.003	-0.271	-0.091	0.151	0.141	0.158	0.668	1.000	0.385
WindSpeed9am	0.004	0.221	0.033	0.271	-0.205	-0.258	0.110	-0.160	-0.268	0.074	0.281	0.137	0.254	-0.153	-0.278	0.006	0.109	0.154	0.112	0.434	0.385	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	MinTemp	MaxTemp	Rainfall	Evaporation	Sunshine	WindGustDir	WindGustSpeed	WindDir9am	WindDir3pm	WindSpeed9am	WindSpeed3pm	Humidity9am	Humidity3pm	Pressure9am	Pressure3pm	Cloud9am	Cloud3pm	Temp9am	Temp3pm	RainToday	RISK_MM	RainTomorrow
0	8.0	24.3	0.0	3.4	6.3	NW	30.0	SW	NW	6.0	20	68	29	1019.7	1015.0	7	7	14.4	23.6	No	3.6	Yes
1	14.0	26.9	3.6	4.4	9.7	ENE	39.0	E	W	4.0	17	80	36	1012.4	1008.4	5	3	17.5	25.7	Yes	3.6	Yes
2	13.7	23.4	3.6	5.8	3.3	NW	85.0	N	NNE	6.0	6	82	69	1009.5	1007.2	8	7	15.4	20.2	Yes	39.8	Yes
3	13.3	15.5	39.8	7.2	9.1	NW	54.0	WNW	W	30.0	24	62	56	1005.5	1007.0	2	7	13.5	14.1	Yes	2.8	Yes
4	7.6	16.1	2.8	5.6	10.6	SSE	50.0	SSE	ESE	20.0	28	68	49	1018.3	1018.5	7	7	11.1	15.4	Yes	0.0	No
5	6.2	16.9	0.0	5.8	8.2	SE	44.0	SE	E	20.0	24	70	57	1023.8	1021.7	7	5	10.9	14.8	No	0.2	No
6	6.1	18.2	0.2	4.2	8.4	SE	43.0	SE	ESE	19.0	26	63	47	1024.6	1022.2	4	6	12.4	17.3	No	0.0	No
7	8.3	17.0	0.0	5.6	4.6	E	41.0	SE	E	11.0	24	65	57	1026.2	1024.2	6	7	12.1	15.5	No	0.0	No
8	8.8	19.5	0.0	4.0	4.1	S	48.0	E	ENE	19.0	17	70	48	1026.1	1022.7	7	7	14.1	18.9	No	16.2	Yes
9	8.4	22.8	16.2	5.4	7.7	E	31.0	S	ESE	7.0	6	82	32	1024.1	1020.7	7	1	13.3	21.7	Yes	0.0	No

	MinTemp	MaxTemp	Rainfall	Evaporation	Sunshine	WindGustDir	WindGustSpeed	WindDir9am	WindDir3pm	WindSpeed9am	WindSpeed3pm	Humidity9am	Humidity3pm	Pressure9am	Pressure3pm	Cloud9am	Cloud3pm	Temp9am	Temp3pm	RainToday	RISK_MM	RainTomorrow
355	9.0	20.6	0.0	9.0	6.2	ENE	39.0	S	SW	11.0	11	54	28	1022.3	1018.6	7	5	11.4	18.5	No	0.8	No
356	3.4	15.0	0.8	4.8	11.7	S	70.0	S	S	35.0	37	43	24	1023.4	1023.1	1	5	8.3	14.3	No	0.0	No
357	3.2	18.0	0.0	7.4	12.2	SSE	48.0	SSE	S	26.0	15	47	25	1026.6	1022.8	1	2	9.1	16.3	No	0.0	No
358	0.9	20.7	0.0	5.4	8.4	NNW	39.0	SSE	N	2.0	17	71	29	1023.2	1018.4	3	8	9.4	19.1	No	0.0	No
359	3.3	25.5	0.0	5.2	10.8	N	43.0	N	NNW	4.0	19	57	16	1018.8	1014.6	0	3	12.0	24.8	No	0.0	No
361	9.0	30.7	0.0	7.6	12.1	NNW	76.0	SSE	NW	7.0	50	38	15	1016.1	1010.8	1	3	20.4	30.0	No	0.0	No
362	7.1	28.4	0.0	11.6	12.7	N	48.0	NNW	NNW	2.0	19	45	22	1020.0	1016.9	0	1	17.2	28.2	No	0.0	No
363	12.5	19.9	0.0	8.4	5.3	ESE	43.0	ENE	ENE	11.0	9	63	47	1024.0	1022.8	3	2	14.5	18.3	No	0.0	No
364	12.5	26.9	0.0	5.0	7.1	NW	46.0	SSW	WNW	6.0	28	69	39	1021.0	1016.2	6	7	15.8	25.9	No	0.0	No
365	12.3	30.2	0.0	6.0	12.6	NW	78.0	NW	WNW	31.0	35	43	13	1009.6	1009.2	1	1	23.8	28.6	No	0.0	No

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample